Abstract is missing.
- A Practical Exercise on Re-engineering Clinical Guideline Models Using Different Representation LanguagesMar Marcos, Cristina Campos, Begoña Martínez-Salvador. 3-16 [doi]
- A Method for Goal-Oriented Guideline Modeling in PROforma and Its Preliminary EvaluationMor Peleg, Alexandra Kogan, Samson W. Tu. 17-28 [doi]
- Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set ApproachEwelina Gowin, Jerzy Blaszczynski, Roman Slowinski, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska. 29-38 [doi]
- Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning ApproachMohammed Sayed, David Riaño 0002. 39-49 [doi]
- Deep Learning for Haemodialysis Time Series ClassificationGiorgio Leonardi, Stefania Montani, Manuel Striani. 50-64 [doi]
- Towards Understanding ICU Treatments Using Patient Health TrajectoriesAlexander Galozy, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna. 67-81 [doi]
- An Explainable Approach of Inferring Potential Medication Effects from Social Media DataKeyuan Jiang, Tingyu Chen, Liyuan Huang, Ravish Gupta, Ricardo A. Calix, Gordon R. Bernard. 82-92 [doi]
- Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable MethodsBernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López Rodríguez, Francisco Palacios. 93-107 [doi]
- Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus ScreeningLeon Kopitar, Leona Cilar, Primoz Kocbek, Gregor Stiglic. 108-119 [doi]
- A Computational Framework Towards Medical Image ExplanationXuwen Wang, Yu Zhang, Zhen Guo, Jiao Li. 120-131 [doi]
- A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data AnalysisErica Ramirez, Markus Wimmer, Martin Atzmueller. 132-147 [doi]
- Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar DisorderOlga Kaminska, Katarzyna Kaczmarek-Majer, Karol R. Opara, Wit Jakuczun, Monika Dominiak, Anna Antosik-Wójcinska, Lukasz Swiecicki, Olgierd Hryniewicz. 148-160 [doi]
- Explainable Machine Learning for Modeling of Early Postoperative Mortality in Lung CancerKatarzyna Kobylinska, Tomasz Mikolajczyk, Mariusz Adamek, Tadeusz Orlowski, Przemyslaw Biecek. 161-174 [doi]